Manager, Machine Learning Engineering (Fintech)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Manager, Machine Learning Engineering (Fintech): Leading the Fraud ML team to develop models that detect and prevent abuse during the loan application process with an accent on representation learning and transformer-based techniques. Focus on designing high-impact fraud models across the full ML lifecycle and ensuring their effective integration into decisioning systems.
Location: Remote (Must be based in Canada)
Salary: $178,000 - $228,000 CAD
Company
is a fintech company reinventing credit by providing consumers with honest and friendly buy now and pay later options without hidden fees.
What you will do
- Define the technical and modeling strategy for fraud detection to reduce losses and optimize customer experience.
- Lead a team of ML engineers through the full ML lifecycle, from experimentation to production deployment and monitoring.
- Drive the adoption of advanced modeling approaches, including representation learning and transformer-based methods.
- Partner cross-functionally with Product, Fraud Analytics, Risk, and Engineering to integrate models into decisioning systems.
- Coach and develop engineering talent, fostering a culture of technical excellence and ownership.
Requirements
- Bachelor’s degree in a technical field.
- 8+ years of industry experience, including 3+ years managing engineers.
- Experience with modern ML approaches: deep learning, transformers, and gradient-boosted trees.
- Proven ability to deliver end-to-end ML solutions in production environments.
- Strong engineering fundamentals and experience with scalable systems and data pipelines.
- Must be based in Canada.
Culture & Benefits
- 100% subsidized medical, dental, and vision coverage for employees and their dependents.
- Flexible Spending Wallets for technology, food, lifestyle, and family forming expenses.
- Competitive vacation and holiday schedules to ensure work-life balance.
- Employee Stock Purchase Plan (ESPP) allowing the purchase of company shares at a discount.
- Remote-first culture with flexibility to work from anywhere within the country of employment.
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